Advanced Multi-Level Bidirectional Attention Network for Retinal Vessel Segmentation.

Results show the proposed network outperforms existing methods in segmentation performance, and includes a Dynamic Direction Attention Module (DDAM) in the skip connection to enhance anisotropic geometric representation, preserving fine vessel details and contextual information.